Samira Pakravan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Solving Complex

Integral Equation

Discretization Methods

Top Venues

J. Comput. Phys.

Publications

Samira Pakravan, Nikolaos Evangelou, Maxime Usdin, Logan Brooks, James Lu
From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE. CoRR (2024)
Pouria A. Mistani, Samira Pakravan, Rajesh Ilango, Frédéric Gibou
JAX-DIPS: Neural bootstrapping of finite discretization methods and application to elliptic problems with discontinuities. J. Comput. Phys. 493 (2023)
Pouria Mistani, Samira Pakravan, Rajesh Ilango, Sanjay Choudhry, Frédéric Gibou
Neuro-symbolic partial differential equation solver. CoRR (2022)
Pouria Mistani, Samira Pakravan, Rajesh Ilango, Frédéric Gibou
JAX-DIPS: Neural bootstrapping of finite discretization methods and application to elliptic problems with discontinuities. CoRR (2022)
Samira Pakravan, Pouria A. Mistani, Miguel A. Aragon-Calvo, Frédéric Gibou
Solving inverse-PDE problems with physics-aware neural networks. J. Comput. Phys. 440 (2021)
Samira Pakravan, Pouria A. Mistani, Miguel Angel Aragon-Calvo, Frédéric Gibou
Solving inverse-PDE problems with physics-aware neural networks. CoRR (2020)
Pouria A. Mistani, Samira Pakravan, Frédéric Gibou
A fractional stochastic theory for interfacial polarization of cell aggregates. CoRR (2020)